Archivio Istituzionale della RicercaMAININI, LAURA
MAININI, LAURA
Dipartimento di Ingegneria Meccanica e Aerospaziale
014454
Active Learning and Bayesian Optimization: A Unified Perspective to Learn with a Goal
2024 Di Fiore, F.; Nardelli, M.; Mainini, L.
FREEDOM: Validated Method for the Rapid Assessment of Incipient Multimodal Faults of Complex Aerospace Systems
2024 Di Fiore, Francesco; Berri, Pier Carlo; Mainini, Laura
Physics-aware multifidelity Bayesian optimization: A generalized formulation
2024 Di Fiore, F.; Mainini, L.
Multifidelity Framework for the Efficient Identification of Damages in Complex Aerospace Systems
2023 Di Fiore, Francesco; Berri, Pier Carlo; Mainini, Laura
NM-MF: Non-Myopic Multifidelity Framework for Constrained Multi-Regime Aerodynamic Optimization
2023 DI FIORE, Francesco; Mainini, Laura
Non-myopic multipoint multifidelity Bayesian framework for multidisciplinary design
2023 DI FIORE, Francesco; Mainini, Laura
RAAL: Resource Aware Active Learning for Multifidelity Efficient Optimization
2023 Grassi, F.; Manganini, G.; Garraffa, M.; Mainini, L.
Rapid Assessment of Incipient Multimodal Faults of Complex Aerospace Systems
2023 Di Fiore, Francesco; Berri, Pier Carlo; Mainini, Laura
Analytical Benchmark Problems for Multifidelity Optimization Methods
2022 Mainini, Laura; Serani, Andrea; Ficini, Simone; Pellegrini, Riccardo; Diez, Matteo; Rumpfkeil, Markus P.; Minisci, Edmondo; Quagliarella, Domenico; Pehlivan Solak, Hayriye; Yildiz, Sıhmehmet; Nikbay, Melike; Di Fiore, Francesco; Bryson, Dean; Beran, Philip S.
Domain-Aware Active Learning for Multifidelity Optimization
2022 Di Fiore, Francesco; Mainini, Laura
DOMAIN-AWARE MULTIFIDELITY LEARNING FOR DESIGN OPTIMIZATION
2022 Di Fiore, Francesco; Mainini, Laura
Framework for Comparison of Multi-Fidelity Approaches for Military Vehicle Design
2022 Beran, Philip S.; Bryson, Dean E.; Thelen, Andrew S.; Diez, Matteo; Serani, Andrea; Mainini, Laura
Learning for Predictions: Real-Time Reliability Assessment of Aerospace Systems
2022 Berri, Pier Carlo; Dalla Vedova, Matteo D. L.; Mainini, Laura
MarsGarden: Designing an ecosystem for a sustainable multiplanetary future
2022 Hinterman, Eric; Moccia, Aldo; Baber, Sheila; Maffia, Fabio; Sciarretta, Samuele; Smith, Thomas; Stamler, Natasha; Nowak, Hans; Lukic, Jana; Sumini, Valentina; Zhan, Zhuchang; Schneiderman, Tajana; Lordos, George; Seaman, Elliott; Babakhanova, Siranush; Kusters, Joseph; BERNELLI ZAZZERA, Franco; Maggiore, Paolo; Mainini, Laura; Hoffman, Jeffrey
Multifidelity Domain-Aware Scheme for Cross-Regime Airfoil Shape Optimization
2022 DI FIORE, Francesco; Mainini, Laura
Multifidelity Optimization for Engineering Design: Space Application
2022 Di Fiore, Francesco; Mainini, Laura
Non-Myopic Multifidelity Method for Multi-regime Constrained Aerodynamic Optimization
2022 DI FIORE, Francesco; Mainini, L.
Reproducible industrial multifidelity optimization benchmark problems for air, space, and sea vehicles
2022 Quagliarella, Domenico; Clark, Daniel; Bryson, Dean; Beran, Philip; Thelen, Andrew; Mainini, Laura; Yildiz, Sihmehmet; Nikbay, Melike; Minisci, Edmondo; Leyland, Penelope; Serani, Andrea; Diez, Matteo
Computational framework for real-time diagnostics and prognostics of aircraft actuation systems
2021 Berri, Pier Carlo; Dalla Vedova, Matteo D. L.; Mainini, Laura
Condition-aware systems: towards real-time health monitoring of unmanned vehicles
2021 Berri, P. C.; Dalla Vedova, M. D. L.; Mainini, L.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Active Learning and Bayesian Optimization: A Unified Perspective to Learn with a Goal / Di Fiore, F.; Nardelli, M.; Mainini, L.. - In: ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING. - ISSN 1134-3060. - (2024). [10.1007/s11831-024-10064-z] | 1-gen-2024 | Di Fiore F.Nardelli M.Mainini L. | s11831-024-10064-z.pdf |
| FREEDOM: Validated Method for the Rapid Assessment of Incipient Multimodal Faults of Complex Aerospace Systems / Di Fiore, Francesco; Berri, Pier Carlo; Mainini, Laura. - In: AIAA JOURNAL. - ISSN 1533-385X. - ELETTRONICO. - 62:2(2024). [10.2514/1.J062911] | 1-gen-2024 | Di Fiore, FrancescoBerri, Pier CarloMainini, Laura | DiFiore_Berri_Mainini_FREEDOM.pdf |
| Physics-aware multifidelity Bayesian optimization: A generalized formulation / Di Fiore, F.; Mainini, L.. - In: COMPUTERS & STRUCTURES. - ISSN 0045-7949. - 296:(2024). [10.1016/j.compstruc.2024.107302] | 1-gen-2024 | Di Fiore F.Mainini L. | DiFiore_Mainini_CAS2024.pdf |
| Multifidelity Framework for the Efficient Identification of Damages in Complex Aerospace Systems / Di Fiore, Francesco; Berri, Pier Carlo; Mainini, Laura. - ELETTRONICO. - (2023), pp. 4449-4464. (Intervento presentato al convegno AIAA AVIATION 2023 Forum tenutosi a San Diego, CA nel 12-16 Giugno 2023) [10.2514/6.2023-4449]. | 1-gen-2023 | Di Fiore, FrancescoBerri, Pier CarloMainini, Laura | DiFiore_Berri_Mainini_Multifidelity Framework for the Efficient Identification of Damages in Complex Aerospace Systems.pdf |
| NM-MF: Non-Myopic Multifidelity Framework for Constrained Multi-Regime Aerodynamic Optimization / DI FIORE, Francesco; Mainini, Laura. - In: AIAA JOURNAL. - ISSN 0001-1452. - 61:3(2023), pp. 1270-1280. [10.2514/1.J062219] | 1-gen-2023 | Francesco Di FioreLaura Mainini | DiFiore_Mainini_AIAAJ2023.pdf |
| Non-myopic multipoint multifidelity Bayesian framework for multidisciplinary design / DI FIORE, Francesco; Mainini, Laura. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 13:1(2023). [10.1038/s41598-023-48757-3] | 1-gen-2023 | Francesco Di FioreLaura Mainini | DiFiore_Mainini_NSR2023.pdf |
| RAAL: Resource Aware Active Learning for Multifidelity Efficient Optimization / Grassi, F.; Manganini, G.; Garraffa, M.; Mainini, L.. - In: AIAA JOURNAL. - ISSN 0001-1452. - 61:6(2023), pp. 2744-2753. [10.2514/1.J061383] | 1-gen-2023 | Garraffa M.Mainini L. + | - |
| Rapid Assessment of Incipient Multimodal Faults of Complex Aerospace Systems / Di Fiore, Francesco; Berri, Pier Carlo; Mainini, Laura. - ELETTRONICO. - (2023). (Intervento presentato al convegno AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2023 tenutosi a National Harbor, MD & Online nel 23-27 January 2023) [10.2514/6.2023-1092]. | 1-gen-2023 | Di Fiore, FrancescoBerri, Pier CarloMainini, Laura | DiFiore_Berri_Mainini_AIAA_SciTech_2023.pdf |
| Analytical Benchmark Problems for Multifidelity Optimization Methods / Mainini, Laura; Serani, Andrea; Ficini, Simone; Pellegrini, Riccardo; Diez, Matteo; Rumpfkeil, Markus P.; Minisci, Edmondo; Quagliarella, Domenico; Pehlivan Solak, Hayriye; Yildiz, Sıhmehmet; Nikbay, Melike; Di Fiore, Francesco; Bryson, Dean; Beran, Philip S.. - ELETTRONICO. - STO-MP-AVT-354:(2022). (Intervento presentato al convegno NATO STO-AVT-RWS-354 Multi-Fidelity Methods for Military Vehicle Design tenutosi a Varna, Bulgaria nel 26 - 28 September 2022). | 1-gen-2022 | Mainini, LauraMinisci, EdmondoDi Fiore, Francesco + | MP-AVT-354-02 (1).pdf |
| Domain-Aware Active Learning for Multifidelity Optimization / Di Fiore, Francesco; Mainini, Laura. - ELETTRONICO. - (2022). (Intervento presentato al convegno 15th World Congress on Computational Mechanics tenutosi a Virtuale nel 31 Luglio - 5 Agosto 2022). | 1-gen-2022 | Di Fiore, FrancescoMainini, Laura | DiFioreMainini_WCCM_2022.pdf |
| DOMAIN-AWARE MULTIFIDELITY LEARNING FOR DESIGN OPTIMIZATION / Di Fiore, Francesco; Mainini, Laura. - ELETTRONICO. - (2022). (Intervento presentato al convegno 8th European Congress on Computational Methods in Applied Sciences and Engineering tenutosi a Oslo, Norvegia nel 5-9 Giugno 2022). | 1-gen-2022 | Di Fiore, FrancescoLaura, Mainini | DiFioreMainini_ECCOMAS_2022.pdf |
| Framework for Comparison of Multi-Fidelity Approaches for Military Vehicle Design / Beran, Philip S.; Bryson, Dean E.; Thelen, Andrew S.; Diez, Matteo; Serani, Andrea; Mainini, Laura. - ELETTRONICO. - STO-MP-AVT-354:(2022). (Intervento presentato al convegno NATO STO-AVT-RWS-354 Multi-Fidelity Methods for Military Vehicle Design tenutosi a Varna, Bulgaria nel 26 - 28 September 2022) [10.14339/STO-MP-AVT-354]. | 1-gen-2022 | Mainini, Laura + | MP-AVT-354-01.pdf |
| Learning for Predictions: Real-Time Reliability Assessment of Aerospace Systems / Berri, Pier Carlo; Dalla Vedova, Matteo D. L.; Mainini, Laura. - In: AIAA JOURNAL. - ISSN 0001-1452. - ELETTRONICO. - 60:2(2022), pp. 1-12. [10.2514/1.J060664] | 1-gen-2022 | Berri, Pier CarloDalla Vedova, Matteo D. L.Mainini, Laura | BerriDallaVedovaMainini_AIAAJ2021.pdf |
| MarsGarden: Designing an ecosystem for a sustainable multiplanetary future / Hinterman, Eric; Moccia, Aldo; Baber, Sheila; Maffia, Fabio; Sciarretta, Samuele; Smith, Thomas; Stamler, Natasha; Nowak, Hans; Lukic, Jana; Sumini, Valentina; Zhan, Zhuchang; Schneiderman, Tajana; Lordos, George; Seaman, Elliott; Babakhanova, Siranush; Kusters, Joseph; BERNELLI ZAZZERA, Franco; Maggiore, Paolo; Mainini, Laura; Hoffman, Jeffrey. - In: ACTA ASTRONAUTICA. - ISSN 0094-5765. - ELETTRONICO. - 195:(2022), pp. 445-455. [10.1016/j.actaastro.2022.03.011] | 1-gen-2022 | Fabio MaffiaSamuele SciarrettaValentina SuminiFranco Bernelli-ZazzeraPaolo MaggioreLaura Mainini + | HintermanAl2022_ActaAstronautica_Published.pdf |
| Multifidelity Domain-Aware Scheme for Cross-Regime Airfoil Shape Optimization / DI FIORE, Francesco; Mainini, Laura. - ELETTRONICO. - CCC 2:(2022). (Intervento presentato al convegno ELEVENTH INTERNATIONAL CONFERENCE ON ENGINEERING COMPUTATIONAL TECHNOLOGY tenutosi a Montpellier, Francia nel 23-25 Agosto 2022). | 1-gen-2022 | Di Fiore FrancescoLaura Mainini | DiFioreMainini_Multifidelity Domain-aware scheme for cross-regime airfoil shape optimization.pdf; ccc.9331.pdf |
| Multifidelity Optimization for Engineering Design: Space Application / Di Fiore, Francesco; Mainini, Laura. - ELETTRONICO. - (2022). (Intervento presentato al convegno GIMC SIMAI YOUNG 2022 tenutosi a Pavia, Italia nel 29-30 Settembre 2022). | 1-gen-2022 | Di Fiore, FrancescoMainini, Laura | Multifidelity Optimization for Engineering Design Space Application.pdf |
| Non-Myopic Multifidelity Method for Multi-regime Constrained Aerodynamic Optimization / DI FIORE, Francesco; Mainini, L.. - ELETTRONICO. - AIAA AVIATION 2022 Forum:(2022), pp. 3716-3730. (Intervento presentato al convegno AIAA AVIATION 2022 Forum tenutosi a Chicago (USA) nel 2022) [10.2514/6.2022-3716]. | 1-gen-2022 | Di Fiore FrancescoMainini L. | DiFioreMainini_Non-Myopic MultifidelityMethod for Multi Regime Constrained Aerodynamic Optimization.pdf |
| Reproducible industrial multifidelity optimization benchmark problems for air, space, and sea vehicles / Quagliarella, Domenico; Clark, Daniel; Bryson, Dean; Beran, Philip; Thelen, Andrew; Mainini, Laura; Yildiz, Sihmehmet; Nikbay, Melike; Minisci, Edmondo; Leyland, Penelope; Serani, Andrea; Diez, Matteo. - ELETTRONICO. - STO-MP-AVT-354:(2022). (Intervento presentato al convegno NATO STO-AVT-RWS-354 Multi-Fidelity Methods for Military Vehicle Design tenutosi a Varna, Bulgaria nel 26 - 28 September 2022). | 1-gen-2022 | Mainini, LauraMinisci, Edmondo + | MP-AVT-354-03.pdf |
| Computational framework for real-time diagnostics and prognostics of aircraft actuation systems / Berri, Pier Carlo; Dalla Vedova, Matteo D. L.; Mainini, Laura. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 132:(2021), p. 103523. [10.1016/j.compind.2021.103523] | 1-gen-2021 | Berri, Pier CarloDalla Vedova, Matteo D. L.Mainini, Laura | COMIND_Lug_2021.pdf; paper-Berri-DallaVedova-Mainini FINAL_DRAFT.pdf |
| Condition-aware systems: towards real-time health monitoring of unmanned vehicles / Berri, P. C.; Dalla Vedova, M. D. L.; Mainini, L.. - ELETTRONICO. - STO-MP-AVT-355:(2021). (Intervento presentato al convegno AVT-355 Research Workshop (RWS) on Intelligent Solutions for Improved Mission Readiness of Military UxVs nel 03-07 May 2021). | 1-gen-2021 | P. C. BerriM. D. L. Dalla VedovaL. Mainini | ANNEX 4a - Paper_Berri_DallaVedova_Mainini.pdf; PrePrint STO-AVT-355 NATO_2021.pdf |